Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models.
David KartchnerSelvi RamalingamIrfan Al-HussainiOlivia KronickCassie S. MitchellPublished in: BioNLP@ACL (2023)
Keyphrases
- language model
- meta analysis
- information extraction
- information retrieval
- language modeling
- document retrieval
- n gram
- probabilistic model
- natural language processing
- retrieval model
- language modelling
- speech recognition
- machine learning
- query expansion
- microarray data
- web documents
- statistical language models
- semi structured
- free text
- question answering
- text mining
- gene expression profiles
- smoothing methods
- named entities
- document ranking
- text documents
- named entity recognition
- test collection
- data mining
- machine translation
- language models for information retrieval
- literature review
- microarray
- information retrieval systems